Team

Julia Neidhardt

PostDoc Researcher & Head of Lab

Julia Neidhardt is a researcher at the Research Unit E-Commerce at TU Wien informatics with a background in mathematics and computer science. Previously she was a guest researcher at the Austrian Academy of Sciences as well as visiting scholar at Northwestern University, USA, and at the University of Geneva, Switzerland. Her research focuses on user modeling and recommender systems in tourism and in the news domain, developing approaches to capture online opinion-forming and online behavior, and digital humanities. Her research is published in highly renowned conference proceedings and journals including Nature Human Behaviour. She regularly is invited to give talks on topics related to her research, among others at the Oxford Women in Computer Science – Distinguished Speaker Series at the University of Oxford. Julia Neidhardt is a senior program committee member of the ACM Conference on Recommender Systems (RecSys) and is an associate editor of the Journal of Information Technology &Tourism as well as a distinguished reviewer of the newly established journal ACM Transactions on Recommender Systems (TORS). She was research track co-chair of ENTER 2020 and ENTER 2019 and a co-organizer of a number of workshops and conferences. Julia Neidhardt is part of the Digital Humanism Initiative at TU Wien and board member of Center for Artificial Intelligence and Machine Learning (CAIML). She will lead the CD Lab for Recommender Systems, applying her expertise in these various research areas focusing on recommender systems.

Publications

107 entries « 1 of 3 »

2023

Kolb, Thomas Elmar; Nalis-Neuner, Irina; Neidhardt, Julia

Like a Skilled DJ – an Expert Study on News Recommendations Beyond Accuracy Proceedings Article

In: Kille, Benjamin (Ed.): CEUR-WS.org, 2023.

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Kolb, Thomas Elmar; Wagne, Ahmadou; Sertkan, Mete; Neidhardt, Julia

Potentials of Combining Local Knowledge and LLMs for Recommender Systems Proceedings Article

In: Anelli, Vito Walter; Basile, Pierpaolo; Melo, Gerard De; Donini, Francesco; Ferrara, Antonio; Musto, Cataldo; Narducci, Fedelucio; Ragone, Azzurra; Zanker, Markus (Ed.): pp. 61–64, CEUR-WS.org, 2023.

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Neidhardt, Julia

Digital Humanism Miscellaneous

2023.

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Sertkan, Mete; Althammer, Sophia; Hofstätter, Sebastian; Knees, Peter; Neidhardt, Julia

Exploring Effect-Size-Based Meta-Analysis for Multi-Dataset Evaluation Proceedings Article

In: CEUR-WS.org, 2023.

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Basso, Linda; Nalis-Neuner, Irina; Neidhardt, Julia

News Diversity and Well-Being – An Experimental Exploration Of Diversity-Aware Recommender Systems Proceedings Article

In: 2023.

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Neidhardt, Julia; Wörndl, Wolfgang; Kuflik, Tsvi; Goldenberg, Dmitri; Zanker, Markus

Workshop on Recommenders in Tourism (RecTour) 2023 Proceedings Article

In: Zhang, Jie; Chen, Li; Berkovsky, Shlomo (Ed.): pp. 1274–1275, Association for Computing Machinery, New York, 2023.

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Nalis, Irina; Neidhardt, Julia

Not Facial Expression, nor Fingerprint – Acknowledging Complexity and Context in Emotion Research for Human-Centered Personalization and Adaptation Proceedings Article

In: Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, pp. 325–330, Association for Computing Machinery, New York, 2023.

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Knees, Peter; Neidhardt, Julia; Nalis-Neuner, Irina

Recommender Systems: Techniques, Effects, and Measures Toward Pluralism and Fairness Book Section

In: Werthner, Hannes; Ghezzi, Carlo; Kramer, Jeff (Ed.): pp. 417–434, Springer, Cham, 2023.

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Grossmann, Wilfried; Sertkan, Mete; Neidhardt, Julia; Werthner, Hannes

Pictures as a tool for matching tourist preferences with destinations Book Section

In: Augstein, Mirjam; Herder, Eelco; Wörndl, Wolfgang (Ed.): pp. 337–354, De Gruyter Oldenbourg, Berlin ; Boston, 2023.

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Baumann, Andreas; Hofmann, Klaus; Marakasova, Anna; Neidhardt, Julia; Wissik, Tanja

Semantic micro-dynamics as a reflex of occurrence frequency: a semantic networks approach Journal Article

In: Cognitive Linguistics, vol. 34, iss. 3-4, pp. 533–568, 2023, ISSN: 0936-5907.

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Pachinger, Pia; Hanbury, Allan; Neidhardt, Julia; Planitzer, Anna Maria

Toward Disambiguating the Definitions of Abusive, Offensive, Toxic, and Uncivil Comments Proceedings Article

In: pp. 107–113, 2023.

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2022

Hussak, Melanie; Neidhardt, Julia; Stilz, Melanie

Bildung für den Frieden in einer digitalisierten Welt Miscellaneous

2022.

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Neidhardt, Julia

Social Network Analysis Miscellaneous

2022.

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Sertkan, Mete; Althammer, Sophia; Hofstätter, Sebastian; Neidhardt, Julia

Diversifying Sentiments in News Recommendation Proceedings Article

In: 2022.

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Kolb, Thomas Elmar; Nalis, Irina; Sertkan, Mete; Neidhardt, Julia

The Role of Bias in News Recommendation in the Perception of the Covid-19 Pandemic Proceedings Article

In: Thomas, Kolb (Ed.): 2022.

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Neidhardt, Julia; Wörndl, Wolfgang; Kuflik, Tsvi; Goldenberg, Dmitri; Zanker, Markus

Workshop on Recommenders in Tourism (RecTour) Proceedings Article

In: Golbeck, Jennifer; Harper, F. Maxwell; Murdock, Vanessa (Ed.): pp. 678–679, Association for Computing Machinery, New York, 2022.

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Sertkan, Mete; Neidhardt, Julia

Exploring Expressed Emotions for Neural News Recommendation Proceedings Article

In: pp. 22–28, Association for Computing Machinery, New York, NY, United States, 2022.

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Neidhardt, Julia; Sertkan, Mete

Towards an Approach for Analyzing Dynamic Aspects of Bias and Beyond-Accuracy Measures Proceedings Article

In: Boratto, Ludovico; Faralli, Stefano; Marras, Mirko; stilo, (Ed.): pp. 35–42, Springer Cham, 2022.

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Dietz, Linus W.; Sertkan, Mete; Myftija, Saadi; Palage, Sameera Thimbiri; Neidhardt, Julia; Wörndl, Wolfgang

A Comparative Study of Data-Driven Models for Travel Destination Characterization Journal Article

In: Frontiers in Big Data, vol. 5, 2022.

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Yim, Seung-Bin; Wünsche, Katharina; Cetin, Asil; Neidhardt, Julia; Baumann, Andreas; Wissik, Tanja

Visualizing Parliamentary Speeches as Networks: the DYLEN Tool Proceedings Article

In: Fišer, Darja; Eskevich, Maria; Lenardič, Jakob; Jong, Franciska (Ed.): pp. 56–60, European Language Resources Association (ELRA), 2022.

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Kolb, Thomas; Sekanina, Katharina; Kern, Bettina Manuela Johanna; Neidhardt, Julia; Wissik, Tanja; Baumann, Andreas

The ALPIN Sentiment Dictionary: Austrian Language Polarity in Newspapers Proceedings Article

In: pp. 4708–4716, European Language Resources Association, Marseille, France, 2022.

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Neidhardt, Julia; Werthner, Hannes; Woltran, Stefan

It Is Simple, It Is Complicated. Perspectives on Digital Humanism. Book Section

In: Werthner, Hannes; Prem, Erich; Lee, Edward A.; Ghezzi, Carlo (Ed.): Perspectives on Digital Humanism, pp. 335–342, Springer, 2022.

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2021

Neidhardt, Julia

Network Science and e-Tourism Book Section

In: Xiang, Zheng; Fuchs, Matthias; Gretzel, Ulrike; Höpken, Wolfram (Ed.): Springer Cham, 2021.

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Kolb, Thomas Elmar; Sekanina, Katharina; Kern, Bettina Manuela Johanna; Neidhardt, Julia; Baumann, Andreas; Wissik, Tanja

Creating an Austrian language polarity dictionary with the crowd Miscellaneous

2021.

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Neidhardt, Julia; Wörndl, Wolfgang; Kuflik, Tsvi; Zanker, Markus

Workshop on Recommenders in Tourism (RecTour) Proceedings Article

In: Fifteenth ACM Conference on Recommender Systems, ACM, 2021.

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Kuflik, Tsvi; Barbu, Catalin Mihai; Delic, Amra; Goldenberg, Dmitri; Neidhardt, Julia; Coba, Ludovik; Zanker, Markus

WebTour 2021 Workshop on Web Tourism Proceedings Article

In: Proceedings of the 14th ACM International Conference on Web Search and Data Mining, ACM, 2021.

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Neidhardt, Julia

Digital Humanism Ringvorlesung “Introduction to Digital Humanities” Miscellaneous

2021.

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Neidhardt, Julia

Digital Humanism. Digital Humanism – AI and Ethics Miscellaneous

2021.

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Neidhardt, Julia

ÖTSI and the polar(ity) landscape in Austria. Miscellaneous

2021.

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Neidhardt, Julia

Digital Humanism. Miscellaneous

2021.

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Neidhardt, Julia

Verantwortung. KI und Verantwortung. Miscellaneous

2021.

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Neidhardt, Julia

Imagine 21- Create your Future – Mission Impossible? Miscellaneous

2021.

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Hofmann, Klaus; Baumann, Andreas; Marakasova, Anna; Neidhardt, Julia; Wissik, Tanja

Semantische Netzwerke als Hilfsmittel für die Untersuchung des Begriffskomplexes Arbeit-Lohn-Vermögen im öffentlichen Diskurs Österreichs Proceedings Article

In: Momentum 2021 Kongress, 2021.

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Baumann, Andreas; Hofmann, Klaus; Kern, Bettina; Marakasova, Anna; Neidhardt, Julia; Wissik, Tanja

Exploring Causal Relationships Among Emotional and Topical Trajectories in Political Text Data Proceedings Article

In: 3rd Conference on Language, Data and Knowledge (LDK 2021), pp. 1–8, OASICS, 93, 2021, ISBN: 978-3-95977-199-3.

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Kern, Bettina; Baumann, Andreas; Kolb, Thomas; Sekanina, Katharina; Hofmann, Klaus; Wissik, Tanja; Neidhardt, Julia

A review and cluster analysis of German polarity resources for sentiment analysis Proceedings Article

In: 3rd Conference on Language, Data and Knowledge (LDK 2021), pp. 1–17, OASICS, 93, 2021, ISBN: 978-3-95977-199-3.

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2020

Hofmann, Klaus; Marakasova, Anna; Baumann, Andreas; Neidhardt, Julia; Wissik, Tanja

Comparing Lexical Usage in Political Discourse across Diachronic Corpora. Proceedings Article

In: Proceedings of the Second ParlaCLARIN Workshop. Language Resources and Evaluation Conference (LREC 2020), Marseille, 11-16 May 2020., pp. 58–65, ACL Anthology, 2020.

BibTeX

Sertkan, Mete; Neidhardt, Julia; Werthner, Hannes

Eliciting Touristic Profiles: A User Study on Picture Collections Proceedings Article

In: Kuflik, Tsvi; Torre, Ilaria; Burke, Robin; Gena, Cristina (Ed.): Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, Association for Computing Machinery, New York, NY, USA, 2020.

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Sertkan, Mete; Neidhardt, Julia; Werthner, Hannes

From Pictures to Travel Characteristics: Deep Learning-Based Profiling of Tourists and Tourism Destinations Proceedings Article

In: Neidhardt, Julia; Wörndl, Wolfgang (Ed.): Information and Communication Technologies in Tourism 2020, pp. 142–153, Springer, 2020, ISBN: 9783030367374.

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Sertkan, Mete; Neidhardt, Julia; Werthner, Hannes

PicTouRe – A Picture-Based Tourism Recommender Proceedings Article

In: Fourteenth ACM Conference on Recommender Systems, Association for Computing Machinery, New York, United States, 2020.

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Marakasova, Anna; Neidhardt, Julia

Short-term Semantic Shifts and their Relation to Frequency Change Proceedings Article

In: Proceedings of the Probability and Meaning Conference (PaM 2020), pp. 146–153, 2020.

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Neidhardt, Julia

Digitaler Humanismus Miscellaneous

2020.

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Neidhardt, Julia

Digital Humanism Miscellaneous

2020.

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Neidhardt, Julia

A Picture-based Approach to Travel Recommender Systems Miscellaneous

2020.

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Neidhardt, Julia; Werthner, Hannes

Digital Humanism Miscellaneous

2020.

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Gretzel, Ulrike; Fuchs, Matthias; Baggio, Rodolfo; Hoepken, Wolfram; Law, Rob; Neidhardt, Julia; Pesonen, Juho; Zanker, Markus; Xiang, Zheng

e-Tourism beyond COVID-19: a call for transformative research. Journal Article

In: Information Technology and Tourism, vol. 22, iss. 2, pp. 187–203, 2020, ISSN: 1098-3058.

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Pesonen, Juho; Neidhardt, Julia

Special issue: perspectives on eTourism Journal Article

In: Information Technology and Tourism, vol. 22, iss. 1, pp. 1–3, 2020, ISSN: 1098-3058.

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Neidhardt, Julia; Wörndl, Wolfgang; Paris, Cody Morris

Technology: ENTER2020 Special Issue of eRTR Journal Article

In: e-Review of Tourism Research (eRTR), vol. 17, iss. 5, pp. 1–2, 2020, ISSN: 1941-5842.

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Baumann, Andreas; Hofmann, Klaus; Marakasova, Anna; Neidhardt, Julia; Wissik, Tanja

Semantic shifts in the Austrian public discourse: A lexical networks approach Proceedings Article

In: 42nd Annual Conference of the German Linguistic Society (DGfS 2020), 2020.

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2019

Sertkan, Mete; Neidhardt, Julia; Werthner, Hannes

What is the “Personality” of a tourism destination? Journal Article

In: Information Technology and Tourism, 2019, ISSN: 1098-3058.

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Seyfang, Leonhard; Neidhardt, Julia

A Framework for Recommender Systems Based on a Finite Multidimensional Model Space. Proceedings Article

In: Proceedings of the ACM Workshop of Recommenders in Tourism (RecTour) 2019, pp. 27–31, 2019.

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107 entries « 1 of 3 »